Modern AI agents require dynamic context to perform meaningful operations across infrastructure, especially when dealing with Kubernetes clusters. With the Model Context Protocol (MCP), you can expose live Kubernetes data and operations to AI agents in IDE like Visual Studio Code (Agent mode in Github Copilot), AI agents created via Semantic Kernel in a standardized and secure way.
In this blog, we will explore how to:
Set up a Kubernetes MCP Server using Node.js
Build an Azure AI agent using Semantic Kernel that interacts with this server
Expose it in a conv...
Updated Jul 18, 2025
Version 1.0
AnchalPorwal
Microsoft
Microsoft